{"id":"W3010411637","doi":"10.3390/ani10030435","title":"New Insights into Modelling Bacterial Growth with Reference to the Fish Pathogen Flavobacterium psychrophilum","year":2020,"lang":"en","type":"article","venue":"Animals","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Pathogen; Flavobacterium; Fish <Actinopterygii>; Biology; Microbiology; Flavobacteriaceae; Opportunistic pathogen; Fishery; Bacteria; Pseudomonas aeruginosa; Pseudomonas; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004431464,0.0008818027,0.0003391327,0.0002842628,0.0001629288,0.0006589788,0.0005461973,0.0007935657,0.0005571361],"category_scores_gemma":[0.001379144,0.0002206975,0.0007446769,0.0002809753,0.0003764057,0.000570586,0.0006449491,0.001066974,0.000239854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005000829,"about_ca_system_score_gemma":0.0006210012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004661734,"about_ca_topic_score_gemma":0.004782059,"domain_scores_codex":[0.999819,0.0000717818,0.00001093423,0.000032237,0.00005080315,0.00001525763],"domain_scores_gemma":[0.9996198,0.0002428922,0.00005832537,0.00002331136,0.00004371515,0.00001197701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008255635,0.0001128957,0.004772867,0.0004423041,0.000074793,0.000357728,0.0002997279,0.8259779,0.1003979,0.03300213,0.0006064812,0.03387265],"study_design_scores_gemma":[0.00000351209,0.0000544914,0.0007976315,0.00001379019,0.00001268778,0.00008151004,0.0000255861,0.9893098,0.003836484,0.003625895,0.00222741,0.00001118019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09187028,0.001554783,0.8999731,0.0004648208,0.00009593125,0.00004852768,0.0002343296,0.0002715753,0.005486664],"genre_scores_gemma":[0.8209885,0.002273263,0.1703777,0.0001269739,0.00005412643,0.0001261737,0.0002816779,0.00008464089,0.005686891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004661734,"threshold_uncertainty_score":0.009269238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638206781955033,"score_gpt":0.278681975804338,"score_spread":0.2122999079847876,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}